stevinc / TheColorOutOfSpaceLinks
Pytorch code for the paper "The color out of space: learning self-supervised representations for Earth Observation imagery"
☆18Updated 4 years ago
Alternatives and similar repositories for TheColorOutOfSpace
Users that are interested in TheColorOutOfSpace are comparing it to the libraries listed below
Sorting:
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".☆30Updated 2 years ago
- Pytorch implementation of the deepforest model for tree crown RGB detection.☆17Updated 4 years ago
- Implementation and examples for Tile2Vec☆115Updated last year
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 3 years ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆20Updated 4 years ago
- 🛰 Deep learning for deforestation classification and forecasting in satellite imagery☆27Updated 2 years ago
- ☆28Updated last year
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆61Updated 7 years ago
- Satellite images classification☆15Updated 6 years ago
- ☆37Updated 2 years ago
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- ☆13Updated 3 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆81Updated 6 years ago
- ☆25Updated 3 years ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12Updated 5 years ago
- ☆58Updated 2 years ago
- GeoLifeCLEF challenge toolkit and starter code☆58Updated last year
- ☆119Updated 3 years ago
- This repository contains the files for running the Patchify GUI.☆11Updated 4 years ago
- Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.☆113Updated 2 years ago
- List of machine learning competitions for satellite imagery and remote sensing.☆11Updated 6 years ago
- streamlit app for binary segmentation☆19Updated 3 years ago
- Image Classification on EuroSAT☆12Updated 3 years ago
- Rapid map creation with machine learning and earth observation data.☆79Updated last year
- 🔧 Train off-the-shelf machine learning models in one line of code☆12Updated 4 years ago
- Detecting and counting Whales with convolutional neural network from Google Earth imagery☆11Updated 5 years ago
- Routines for extracting and working with polygons from semantic segmentation masks☆23Updated 4 years ago
- Earth Observation dataset preprocessing tools for Deep Learning☆40Updated last year
- Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"☆37Updated 7 years ago
- SimTriplet: PyTorch Implementation☆27Updated 4 years ago